Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-11-17 00:00:00+00:00 0.134929 0.147234 0.160524 0.176006 0.193627 0.213149 0.236545
2024-11-24 00:00:00+00:00 0.114318 0.130759 0.149734 0.173490 0.202774 0.238152 0.284842
2024-12-01 00:00:00+00:00 0.100494 0.118638 0.140547 0.169403 0.207115 0.255769 0.325111
2024-12-08 00:00:00+00:00 0.089724 0.108399 0.131718 0.163636 0.207288 0.266657 0.356862
2024-12-15 00:00:00+00:00 0.083176 0.102534 0.127429 0.162701 0.212994 0.284883 0.401133
2024-12-22 00:00:00+00:00 0.076926 0.096369 0.121972 0.159288 0.214381 0.296547 0.436916
2024-12-29 00:00:00+00:00 0.073452 0.093516 0.120579 0.161186 0.223361 0.320397 0.496503
2025-01-05 00:00:00+00:00 0.068557 0.088323 0.115458 0.157065 0.222553 0.328416 0.530010
2025-01-12 00:00:00+00:00 0.063831 0.083032 0.109778 0.151533 0.218795 0.330840 0.553373
2025-01-19 00:00:00+00:00 0.059922 0.078647 0.105085 0.147059 0.216179 0.334693 0.580013
2025-01-26 00:00:00+00:00 0.059805 0.079642 0.108277 0.155026 0.234907 0.378825 0.699266
2025-02-02 00:00:00+00:00 0.061150 0.082817 0.114909 0.169066 0.265838 0.451262 0.905112
2025-02-09 00:00:00+00:00 0.058950 0.080789 0.113730 0.170657 0.275769 0.486718 1.042875
2025-02-16 00:00:00+00:00 0.055674 0.076976 0.109549 0.166863 0.275385 0.501235 1.133668
2025-02-23 00:00:00+00:00 0.052643 0.073362 0.105434 0.162792 0.273933 0.513194 1.223101
2025-03-02 00:00:00+00:00 0.049597 0.069555 0.100757 0.157303 0.268960 0.516204 1.287028
2025-03-09 00:00:00+00:00 0.047704 0.067454 0.098732 0.156413 0.273218 0.541929 1.439592
2025-03-16 00:00:00+00:00 0.045526 0.064785 0.095591 0.153180 0.272138 0.554313 1.552429
2025-03-23 00:00:00+00:00 0.044419 0.063771 0.095161 0.154978 0.282090 0.597325 1.812644
2025-03-30 00:00:00+00:00 0.042407 0.061190 0.091901 0.151073 0.278909 0.604405 1.927350
2025-04-06 00:00:00+00:00 0.040304 0.058373 0.088092 0.145828 0.272116 0.600184 1.989541
2025-04-13 00:00:00+00:00 0.038497 0.055974 0.084900 0.141583 0.267211 0.600645 2.077709
2025-04-20 00:00:00+00:00 0.038674 0.056868 0.087525 0.149140 0.291106 0.693101 2.745747